Free Erlang traffic calculators

The world's first online Erlang traffic calculators

Telecom Traffic Online
  Home | Free calculators | Products | Tech. papers | Forum | About us
Erlang for Excel
VoIP bandwidth calculator
  • VoIP softswitch

    DUAL Softswitch is a complete Voice over IP switching and billing solution.  Flat monthly rate.

    Web control panels; Least Cost Routing; Excel tariff uploads; SIP and H323 support.

    H323 SIP softswitch >>

  • VoIP calling

    Premium quality termination for wholesale carriers with their own VoIP switch.

    44Direct >>


    Our lowest rates for wholesale carriers with their own VoIP switch.

    44Mobile >>


    Our unique online callshop billing system.

    Bill My Calls >>

Machine Learning - 5G and beyond

Wallis Dudhnath - 14th November 2018  (15:45 GMT)

Machine Learning: 5G and beyond

Machine Learning (ML) will be key for 5G operational and maintenance solutions. To detect and predict issues with the Network a ML solution will be required.

Machine Learning (ML) predictive solutions will use inputs from the
Mobile Network (4G, 5G, etc..), Operational Support System (OSS), Business Support System (BSS), IT Databases, Device Databases, etc.. the following generalised workflow will be used:-

Pre-processing: Before the data can be utilised by a Machine Learning application, i.e. the learning
algorithm, the data (big / fresh) will need to be "shaped" and normalised.
Pre-processing is a mandatory step for any Machine Learning based solution.

Learning: By comparing different ML algorithms a model can be selected. Via data sets models can be trained and a comparison can be made so that the final optimised model can be used.

Evaluation: Using different training data sets the performance and errors can be estimated.

Prediction: Examining the data result and fine tuning the model.

VBR/ Wallis Dudhnath

Post a reply to this article

Name Enter your name.
Message Enter your message.
Email Optional -  If you enter your email address in this box, then you will automatically be notified if anyone replies to your message.  Your email address will only be published if you pay to post this message.
Verification
Please confirm you are human.
Press the button to post your message.
Home | Free online calculators | Products | Technical papers | Forum | Contact us | About us

Last modified: 17 May 2017

Copyright 2017. All rights reserved.